Creating folder svd_plots/windspeedKmph
Creating folder svd_plots/windspeedKmph/reconstuction

Prepare Data for SVD Analysis

Doing analisys for windspeedKmph
Creating svd file for windspeedKmph
File created!

SVD

Loading svd file for windspeedKmph

Precision of SVD Resconstrucion

Full Reconstruction & Lower Rank Reconstruction

Diff: 4.3518192208483686e-14
Diff reconstruction: 0.8253357196115587

Average SVD Error

Dates to Concept - SVD_U

Towns to Concept - SVD_V

SVD Maps

Ploting map for k = 0

Ploting map for k = 1

Ploting map for k = 2

Ploting map for k = 3

Ploting map for k = 4

SVD Reconstruction

Saving reconstructins to svd_plots/windspeedKmph/reconstuction

Export to HTML

[NbConvertApp] Converting notebook svd.ipynb to HTML
[NbConvertApp] Writing 8437987 bytes to output/windspeedKmph_svd_partial.html
[NbConvertApp] Converting notebook svd.ipynb to pdf
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['text/html']) is not able to be represented.
  warn(
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json', 'text/html']) is not able to be represented.
  warn(
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json', 'text/html']) is not able to be represented.
  warn(
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json', 'text/html']) is not able to be represented.
  warn(
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json', 'text/html']) is not able to be represented.
  warn(
/home/HDD/00-Development/016-Diplomski/venv/lib/python3.9/site-packages/nbconvert/filters/datatypefilter.py:41: UserWarning: Your element with mimetype(s) dict_keys(['application/vnd.plotly.v1+json', 'text/html']) is not able to be represented.
  warn(
[NbConvertApp] Support files will be in windspeedKmph_svd_partial_files/
[NbConvertApp] Making directory ./windspeedKmph_svd_partial_files
[NbConvertApp] Writing 60065 bytes to notebook.tex
[NbConvertApp] Building PDF
[NbConvertApp] Running xelatex 3 times: ['xelatex', 'notebook.tex', '-quiet']
[NbConvertApp] Running bibtex 1 time: ['bibtex', 'notebook']
[NbConvertApp] WARNING | bibtex had problems, most likely because there were no citations
[NbConvertApp] PDF successfully created
[NbConvertApp] Writing 604967 bytes to output/windspeedKmph_svd_partial.pdf